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Counting process-based dimension reduction methods for censored outcomes

We propose counting process-based dimension reduction methods for right-censored survival data. Semiparametric estimating equations are constructed to estimate the dimension reduction subspace for the failure time model. Our methods address two limitations of existing approaches. First, using the co...

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Bibliografiske detaljer
Udgivet i:Biometrika
Main Authors: Sun, Qiang, Zhu, Ruoqing, Wang, Tao, Zeng, Donglin
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6373420/
https://ncbi.nlm.nih.gov/pubmed/30799878
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asy064
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